Advertising on ChatGPT Ads means entering a particular moment in the decision-making journey, the one in which a person does not just type a few words but tells about a need, adds constraints, compares alternatives and tries to figure out what to do. Instead of taking the place of the answer or hiding within it, the ad appears below it, in a separate and recognizable space.
The most interesting difference compared to traditional advertising channels is in the context. A query like "holiday in Croatia" says little, while a conversation about a five-day trip, by car, with an interest in gastronomy and a precise budget tells much more. ChatGPT Ads tries to evaluate this semantic richness to show relevant messages.
In this guide we will see how the platform works, how to create a campaign, how much it can cost and above all how to set up a test that produces useful information, not just impressions and clicks.
| ChatGPT Ads at a glance | |
|---|---|
| Platform | OpenAI Ads Manager |
| Placement | Below ChatGPT's response, in a separate place |
| Goals | Views, clicks, and conversions |
| Cost models | CPM, CPC, and conversion campaigns billed per clicks or impressions |
| Minimum budget in euros | 15 euros per day |
| Distinctive Signal | Context and intent of the conversation |
| Measurement | Ads Manager, conversion events, and UTM parameters |
What is ChatGPT Ads and how does it work
ChatGPT Ads is the advertising system with which businesses can promote products and services within the ChatGPT conversational experience. An ad can contain the advertiser's name and logo, title, description, image, and link to the landing page.
The point to be clarified immediately is also the most important for trust: ads do not change the response generated by the assistant. The editorial and commercial parts remain distinct. The advertiser also does not access users' private conversations, but it is the system that evaluates the context to determine whether an ad is relevant.
Delivery depends on a combination of relevance and expected outcomes. Signals considered include conversation intent, ad text and image, landing page, and context cues provided by the advertiser. Where personalization is available and activated by the user, some signals from the broader ChatGPT experience may also contribute.
Where ads appear and who can see them
Ads are shown below the answers, not within the text produced by ChatGPT. The placement is decisive. An advertising message can be close to the moment of choice without pretending to be a recommendation from the assistant.
Under current conditions, ads won't show to Plus, Pro, and Business users, accounts assigned to children under 18, and in conversations that are sensitive or not appropriate for brand safety. These rules, such as geographic availability and formats, are among the most subject to change, so it's worth checking them before planning your campaign.
How Ad Targeting Works on ChatGPT Ads
Those who come from Google Ads have to make a small change of perspective. In paid search, the focus is mainly on queries, keywords and matches. Here, however, the unit of meaning is broader. It is not only important that a word is present, but that the offer makes sense within the situation described.
Let's imagine three people interested in the same theme, swimming. One is looking for a course to learn as an adult, one wants to prepare for the first masters competition and a third is choosing a watch capable of recognizing the pools. The word "swimming" unites them, but need, language, product and selection criteria are completely different. An effective campaign must make these differences legible.
What are context hints
Context hints are phrases that help the system understand when an offer may be useful. They can describe what is being offered, to whom it is needed, and under what circumstances. They are not exact match keywords, do not work as strict rules, and do not guarantee the presence of the ad in a given conversation.
A weak context hint names a category. An effective one reconstructs a situation. This is the difference between an "English course" and an "online course for professionals who have to manage meetings and presentations in English". The second is not only longer, but more informative.
| General information | More useful context hint |
|---|---|
| Travelling to Croatia | Itineraries of a few days in Croatia for those traveling by car and want to combine cities, beaches, local cuisine and easy travel |
| Theatrical improvisation course | Improvisation theatrical workshop for adults who want to train listening, presence and spontaneity without experience on stage |
| SEO Software | Tool for professionals and small businesses that need to analyze content, queries, and competitors without an in-house data department |
| Running shoes | Cushioned shoes for beginners preparing for the first five-kilometer race |
The quality of these suggestions depends on the ability to understand the customer. If you start from the catalog, you get categories, while if you start from the questions, hesitations and real constraints, contexts emerge. This is where intent research, SEO analysis and advertising begin to speak the same language.
How much does it cost to advertise on ChatGPT Ads
There is no universal cost of advertising on ChatGPT. Spending depends on the goal, bid, relevance, market, and the campaign's ability to enter useful auctions. The platform supports three main goals.
- Views: purchase at CPM, i.e. payment per thousand impressions, especially suitable for reach.
- Clicks: Purchase at CPC, charged for each valid click to the site or product.
- Conversions: Optimize for a supported event, billed for valid clicks (oCPC) or impressions (oCPM). You don't pay directly per conversion.
For CPC campaigns, OpenAI suggests, as an initial basis, a maximum bid of 3-5 dollars per click. It's not a market benchmark, and it doesn't mean that every click will cost that amount, but it's an indication to avoid bidding that limits distribution. The auction is second-price and weighted for relevance, so the amount alone isn't enough. An inconsistent ad doesn't become useful simply because the advertiser is willing to pay more.
For accounts in euros, the minimum daily budget is currently 15 euros. The daily budget is an average over seven days: in a single day, the expenditure can be up to double, while in the weekly period it cannot exceed seven times the chosen budget. Those who want a stricter overall cap can set a total campaign budget.
The true minimum budget, however, does not always coincide with the technical minimum. A test must collect enough data to distinguish a signal from an episode. If 15 euros a day generates a few clicks, no conversions and intermittent distribution, the problem is not solved by declaring the campaign ineffective after three days. Duration, goal, offer and measurement capacity must be reviewed.
How to create an ad campaign on ChatGPT Ads
Creating an ad campaign on ChatGPT is not just about filling in the Ads Manager settings. Before choosing budget, goal, and targeting, you need to determine what need to intercept, in which conversations the offer can be really useful, and what action to ask the user. So let's see how to turn these elements into an orderly, consistent, and measurable campaign.
1. Create and verify your Ads Manager account
The path starts from OpenAI Ads Manager. You need to log in, enter your business data, choose your country, currency and time zone, complete verification and configure billing and payment. Before building the campaign, it is also advisable to check that the site is reachable, that the domain is consistent with the advertiser and that the landing pages comply with the policies.
2. Choose the right lens
Views, clicks, and conversions are not three equivalent ways to buy traffic. They change the optimization logic. A newly launched podcast may want to expand awareness; a language school may target trial requests; a digital subscription service may measure registration or purchase. The correct question is not "which goal costs less?" but "which event really represents the result I am looking for?"
3. Set budgets, dates, areas, and platforms
Your campaign collects your goal, budget, period, countries, and, when available, more specific areas. You can choose the supported platforms: desktop web, Android web and app, iOS web and app. In new accounts, some international targeting options may depend on identity verification and spending in your country of origin.
In the European Economic Area and Switzerland, ad personalization is currently not available. OpenAI therefore recommends avoiding custom audiences for these campaigns. In Italy, the initial value of the channel lies mainly in the context of the conversation, the relevance of the message, and the geographical and platform filters available.
4. Organize ad groups by need
An ad group should hold together messages that meet the same need and can lead to the same page. Separating groups only by format or by small variations in copy makes the data less readable.
Let's take an app dedicated to travel. It could have a group for those who need to build an itinerary, one for those who want to organize expenses and one for those looking for activities that can be booked on the spot. They are three different moments, even if the product is the same. Each group requires context hints, topics and landing pages consistent with that moment.
5. Create truly different ads
Each ad includes a title, description, image, and URL. The platform invites you to produce multiple variations, but quantity does not mean rewriting the same promise ten times. Variants should explore different angles: utility, use situation, benefit, objection, level of experience, or selection criteria.
For a platform that teaches public speaking, one ad can focus on stage fright, one on clarity in meetings, and one on the ability to tell complex ideas. Different headlines with the same sentence underneath are not a real test.
6. Connect a specific landing page
The landing page is one of the signals with which the system understands the offer and is the place where interest must be transformed into action. A generic homepage forces the user to start the search again, while a specific landing page continues the reasoning started in the conversation.
Continuity must be obvious: same problem, same promise, same essential terms and clear action. The page must also be reachable by OpenAI's systems and not block OAI-AdsBot and OAI-SearchBot.
7. Submit for review and check the publication
Accounts, ads, and pages can be verified. The most common causes of non-delivery include incomplete verification or billing, incorrect dates, inactive campaign, review still in progress, uncompetitive bidding, or policy violations. A discrepancy between message and landing page can also lead to rejection.
How to Create Effective Ads for ChatGPT
In a conversation that is already rich in information, a generic slogan easily loses. The announcement should help evaluate a possibility, not interrupt with an effective formula. Messages that clarify what is offered, to whom it is useful, in what situation and with what concrete benefit work better.
- Be specific: "training program for the first open water race" is more helpful than "push your limits."
- Add information: The description should complete the title, not repeat it.
- Avoid absolute promises: Guaranteed results and unprovable comparisons reduce trust and can violate policies.
- Use clear images: A simple and coherent visual helps more than a crowded or abstract composition.
- Maintain consistency until landing: the user must find exactly what the ad made him imagine.
The best creative is not necessarily the one with the highest CTR. A sensationalist headline can attract curiosity and produce weak visits, while a more precise message can generate fewer clicks but people closer to the decision. The evaluation must at least reach the quality of the conversion.
How to measure and optimize your campaigns
Ads Manager shows impressions, clicks, spend, CTR, average CPC, average CPM, and conversions. To link this data to site results, you can configure OpenAI's measurement tools and add UTM parameters to URLs, so that behavior, page views, and post-click events can be analyzed in GA4.
A campaign should be read in layers. Jumping directly from CTR to turnover often leads to the wrong conclusions. Stopping at the click is even worse.
- Distribution: Does the ad enter auctions and reach enough relevant conversations?
- Interest: Do people click and traffic appears consistent with the offer?
- Behavior: Do users understand the page, continue and perform the expected intermediate events?
- Conversion: Registrations, requests, reservations or purchases arrive?
- Quality: do contacts have the right characteristics and become real opportunities?
- Sustainability: Are acquisition cost, margin, and value over time worth the investment?
Optimization must start at the bottleneck. Few impressions may require a review of bidding, targeting, or eligibility; many clicks and no conversions suggest a promise, landing, or tracking problem; large but unhelpful conversions dictate context hints and more selective messaging. Changing everything together makes it impossible to understand what worked.
ChatGPT Ads, Google Ads and Meta Ads: what changes
| Appearance | ChatGPT Ads | Google Ads Search | Meta Ads |
|---|---|---|---|
| Main signal | Context and conversational intent | Queries and keywords | Profile, behavior and content |
| Moment | Exploration and evaluation | Specific search | Discovery and attention |
| Control | Context hints and relevance | Keywords and matches | Audience, creativity and algorithm |
| Format | Ad below the answer | Sponsored result | Content in the feed or available spaces |
| Strenght | Richness of the need expressed | Directly declared query | Coverage and creative force |
| Limitation | Less control over individual conversations | Query competition | Often less explicit intent |
The confrontation must not turn into a race with a single winner. Google remains very strong when the demand is clear and concise; Meta can create demand and work on visual formats; ChatGPT can intercept more articulated reasoning. In many cases, the best strategy will be integrated. The role of the new channel should be decided based on the user's journey, not on the fad of the moment.
When is it worth advertising on ChatGPT Ads
ChatGPT Ads can be helpful when:
- the product or service requires comparison, explanation or evaluation;
- the need can be described through precise situations and constraints;
- there are solid landing pages that are consistent with different use cases;
- tracking allows you to follow the path from the click to the commercial result;
- the company can produce and test different messages;
- Budgets and margins allow you to collect data before demanding a definitive answer.
On the other hand, it can be premature when:
- the offer is still confused or indistinguishable;
- the website does not explain well what to do after the click;
- there is a lack of reliable conversion events;
- the budget only allows for a test that is too short or fragmented;
- an immediate return is expected without a learning phase;
- the category is prohibited or severely restricted;
- the organization is unable to respond adequately to the requests generated.
Saying that a channel is not suitable at this time can be a good marketing decision. Advertising does not automatically correct a weak offer, a poorly credible site or a commercial process that lets contacts cool down.
What businesses and categories can advertise
OpenAI's policies currently focus the platform primarily on consumer and household goods, local services, travel and experiences, digital products, and education. The restrictions are significant for politics, gambling, tobacco, drugs, dating, adult content, and numerous regulated products. Health, finance, and legal services may require specific authorizations and have strict geographic restrictions.
The control covers the entire path: copy, image and landing page. It is not enough to make the ad neutral if the page promotes content that is not allowed. Before producing creativity and tracking, it is therefore advisable to check the suitability of the category and the concrete offer.
Can ChatGPT Ads be managed independently?
Yes. Ads Manager allows you to create and manage campaigns directly. But opening an account and filling in the fields isn't the same as building a meaningful test. The real challenges start with translating needs into ad groups, writing context hints, being consistent with landing pages, and reading data.
Those who already have skills in advertising, analytics and optimization can start independently, as long as they document the hypotheses and do not confuse the first numbers with a definitive truth. Professional support becomes useful when it comes to defining the strategy, setting up tracking or coordinating campaigns, website and commercial process.
FAQs about advertising on ChatGPT Ads
Yes, Italy is one of the supported countries. However, availability, features, and requirements may change; before planning, you should check Ads Manager and the official available countries page.
For accounts billed in euros, the minimum daily budget is currently €15. The actual cost depends on your goal, bid, relevance, and competition. OpenAI suggests a maximum initial bid of 3-5 dollars for CPC, which is not a guaranteed average cost.
No. Advertisers don't receive the content of private chats. The system uses context to assess the relevance of the ad.
OpenAI states that ads are separate from responses and do not affect their content. They are shown below the response and clearly identified.
You can provide context hints that include topics, situations, and even relevant words, but they don't work as exact match keywords and don't guarantee publication in a specific conversation.
No. The platform can be used in self-service mode. The value of a professional lies not in access, but in strategy, tracking, variant design and interpretation of results.
